Goal.com claim that the forward is the subject of a bid from the club, who are keen to strengthen their attack.
David Villa, Demba Ba and Wilfried Zaha are also being looked at by Arsenal.
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Chelsea have struggled to build momentum in the opening stages of the campaign and are currently looking over their shoulders at the relegation zone.
Who of Europe’s top strikers will move to England this summer?